qwerrwe / src /axolotl /convert.py
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"""Module containing File Reader, File Writer, Json Parser, and Jsonl Serializer classes"""
import json
import sys
class FileReader:
"""
Reads a file and returns its contents as a string
"""
def read(self, file_path):
with open(file_path, encoding="utf-8") as file:
return file.read()
class FileWriter:
"""
Writes a string to a file
"""
def __init__(self, file_path):
self.file_path = file_path
def write(self, content):
with open(self.file_path, "w", encoding="utf-8") as file:
file.write(content)
class StdoutWriter:
"""
Writes a string to stdout
"""
def write(self, content):
sys.stdout.write(content)
sys.stdout.write("\n")
class JsonParser:
"""
Parses a string as JSON and returns the result
"""
def parse(self, content):
return json.loads(content)
class JsonlSerializer:
"""
Serializes a list of JSON objects into a JSONL string
"""
def serialize(self, data):
lines = [json.dumps(item) for item in data]
return "\n".join(lines)
class JsonToJsonlConverter:
"""
Converts a JSON file to JSONL
"""
def __init__(self, file_reader, file_writer, json_parser, jsonl_serializer):
self.file_reader = file_reader
self.file_writer = file_writer
self.json_parser = json_parser
self.jsonl_serializer = jsonl_serializer
def convert(
self, input_file_path, output_file_path
): # pylint: disable=unused-argument
content = self.file_reader.read(input_file_path)
data = self.json_parser.parse(content)
# data = [r for r in data if r["conversations"]] # vicuna cleaned has rows with empty conversations
jsonl_content = self.jsonl_serializer.serialize(data)
self.file_writer.write(jsonl_content)